To address this, we propose an approach for estimating 2D mouse body pose from unlabelled images using a synthetically generated empirical pose prior.
Objective: to develop a proof of principle method to measure hand tremor amplitude from smartphone videos.
RMT and a range of DLC models were applied to the video data with tapping frequencies up to 8Hz to extract movement features.
Deep supervision, or known as 'intermediate supervision' or 'auxiliary supervision', is to add supervision at hidden layers of a neural network.
Keypoint detection plays an important role in a wide range of applications.
We have implemented a hand gesture detector to detect the gestures in the hand movement tests and our detection mAP is 0. 782 which is better than the state-of-the-art.
With populations ageing, the number of people with dementia worldwide is expected to triple to 152 million by 2050.